# Copyright 2019 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# the mini-batch size
batch_size = 32

# the number of epochs
epochs=10

# once the model is compiled and the image data has been preprocessed,
# the fit method will start training the model, where x_train and y_train
# are the preprocessed image data and one-hot encoded labels
model.fit(x_train, y_train, batch_size=batch_size, epochs=epochs)